Sébastien Ourselin

According to our database1, Sébastien Ourselin authored at least 546 papers between 2000 and 2024.

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Bibliography

2024
Multi-source multi-modal markers for Bayesian Networks: Application to the extremely preterm born brain.
Medical Image Anal., February, 2024

Acquisition-invariant brain MRI segmentation with informative uncertainties.
Medical Image Anal., February, 2024

CARRNN: A Continuous Autoregressive Recurrent Neural Network for Deep Representation Learning From Sporadic Temporal Data.
IEEE Trans. Neural Networks Learn. Syst., January, 2024

DaFoEs: Mixing Datasets Towards the Generalization of Vision-State Deep-Learning Force Estimation in Minimally Invasive Robotic Surgery.
IEEE Robotics Autom. Lett., 2024

SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge.
CoRR, 2024

2023
UPL-SFDA: Uncertainty-Aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image Segmentation.
IEEE Trans. Medical Imaging, December, 2023

Latent Transformer Models for out-of-distribution detection.
Medical Image Anal., December, 2023

Development and validation of a flexible fetoscope for fetoscopic laser coagulation.
Int. J. Comput. Assist. Radiol. Surg., September, 2023

TISS-net: Brain tumor image synthesis and segmentation using cascaded dual-task networks and error-prediction consistency.
Neurocomputing, August, 2023

Hyperspectral image segmentation: a preliminary study on the Oral and Dental Spectral Image Database (ODSI-DB).
Comput. methods Biomech. Biomed. Eng. Imaging Vis., July, 2023

Rapid and robust endoscopic content area estimation: a lean GPU-based pipeline and curated benchmark dataset.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., July, 2023

NiftyPAD - Novel Python Package for Quantitative Analysis of Dynamic PET Data.
Neuroinformatics, April, 2023

Towards a Physics-Based Model for Steerable Eversion Growing Robots.
IEEE Robotics Autom. Lett., 2023

Equitable modelling of brain imaging by counterfactual augmentation with morphologically constrained 3D deep generative models.
Medical Image Anal., 2023

CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation.
Medical Image Anal., 2023

RAISE - Radiology AI Safety, an End-to-end lifecycle approach.
CoRR, 2023

LBR-Stack: ROS 2 and Python Integration of KUKA FRI for Med and IIWA Robots.
CoRR, 2023

Benchmarking Collaborative Learning Methods Cost-Effectiveness for Prostate Segmentation.
CoRR, 2023

Generative AI for Medical Imaging: extending the MONAI Framework.
CoRR, 2023

LoViT: Long Video Transformer for Surgical Phase Recognition.
CoRR, 2023

VideoSum: A Python Library for Surgical Video Summarization.
CoRR, 2023

ARHNet: Adaptive Region Harmonization for Lesion-Aware Augmentation to Improve Segmentation Performance.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

InterSynth: A Semi-Synthetic Framework for Benchmarking Prescriptive Inference from Observational Data.
Proceedings of the Machine Learning for Multimodal Healthcare Data, 2023

An Automated Pipeline for Quantitative T2* Fetal Body MRI and Segmentation at Low Field.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Geometry-Invariant Abnormality Detection.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Deep Homography Prediction for Endoscopic Camera Motion Imitation Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Unsupervised 3D Out-of-Distribution Detection with Latent Diffusion Models.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Validation of Federated Unlearning on Collaborative Prostate Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

Unified Brain MR-Ultrasound Synthesis Using Multi-modal Hierarchical Representations.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Visualization and Quantification of Placental Vasculature Using MRI.
Proceedings of the Perinatal, Preterm and Paediatric Image Analysis, 2023

Unsupervised Heteromodal Physics-Informed Representation of MRI Data: Tackling Data Harmonisation, Imputation and Domain Shift.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2023

Self-Supervised Anomaly Detection from Anomalous Training Data via Iterative Latent Token Masking.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

SKiT: a Fast Key Information Video Transformer for Online Surgical Phase Recognition.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Denoising diffusion models for out-of-distribution detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Software tool for visualization of a probabilistic map of the epileptogenic zone from seizure semiologies.
Frontiers Neuroinformatics, August, 2022


Intraoperative Needle Tip Tracking with an Integrated Fibre-Optic Ultrasound Sensor.
Sensors, 2022

Deep forecasting of translational impact in medical research.
Patterns, 2022

Accurate brain-age models for routine clinical MRI examinations.
NeuroImage, 2022

Motion correction and volumetric reconstruction for fetal functional magnetic resonance imaging data.
NeuroImage, 2022

Deep learning models for triaging hospital head MRI examinations.
Medical Image Anal., 2022

Unsupervised brain imaging 3D anomaly detection and segmentation with transformers.
Medical Image Anal., 2022

Robotic Endoscope Control Via Autonomous Instrument Tracking.
Frontiers Robotics AI, 2022

Current State of Community-Driven Radiological AI Deployment in Medical Imaging.
CoRR, 2022

MAPPING: Model Average with Post-processing for Stroke Lesion Segmentation.
CoRR, 2022

MONAI: An open-source framework for deep learning in healthcare.
CoRR, 2022

PIPPI2021: An Approach to Automated Diagnosis and Texture Analysis of the Fetal Liver & Placenta in Fetal Growth Restriction.
CoRR, 2022

Solid NURBS Conforming Scaffolding for Isogeometric Analysis.
CoRR, 2022

A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentation.
CoRR, 2022

MONAI Label: A framework for AI-assisted Interactive Labeling of 3D Medical Images.
CoRR, 2022

Augmentation based unsupervised domain adaptation.
CoRR, 2022

CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation.
CoRR, 2022

Deep learning approach for hyperspectral image demosaicking, spectral correction and high-resolution RGB reconstruction.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2022

Deep homography estimation in dynamic surgical scenes for laparoscopic camera motion extraction.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2022

Surgical biomicroscopy-guided intra-operative optical coherence tomography (iOCT) image super-resolution.
Int. J. Comput. Assist. Radiol. Surg., 2022

Fitting Segmentation Networks on Varying Image Resolutions Using Splatting.
Proceedings of the Medical Image Understanding and Analysis - 26th Annual Conference, 2022

Transformer-based out-of-distribution detection for clinically safe segmentation.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

Morphology-Preserving Autoregressive 3D Generative Modelling of the Brain.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2022

Brain Imaging Generation with Latent Diffusion Models.
Proceedings of the Deep Generative Models - Second MICCAI Workshop, 2022

Fast Unsupervised Brain Anomaly Detection and Segmentation with Diffusion Models.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Cross Attention Transformers for Multi-modal Unsupervised Whole-Body PET Anomaly Detection.
Proceedings of the Deep Generative Models - Second MICCAI Workshop, 2022

Intra-operative OCT (iOCT) Super Resolution: A Two-Stage Methodology Leveraging High Quality Pre-operative OCT Scans.
Proceedings of the Ophthalmic Medical Image Analysis - 9th International Workshop, 2022

Driving Points Prediction for Abdominal Probabilistic Registration.
Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022

Brain Lesion Synthesis via Progressive Adversarial Variational Auto-Encoder.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2022

DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images.
Proceedings of the Data Augmentation, Labelling, and Imperfections, 2022

2021
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation.
IEEE Trans. Medical Imaging, 2021

Image Compositing for Segmentation of Surgical Tools Without Manual Annotations.
IEEE Trans. Medical Imaging, 2021

Robust parametric modeling of Alzheimer's disease progression.
NeuroImage, 2021

Uncertainty analysis of MR-PET image registration for precision neuro-PET imaging.
NeuroImage, 2021

White matter analysis of the extremely preterm born adult brain.
NeuroImage, 2021

Hemodynamic matrix factorization for functional magnetic resonance imaging.
NeuroImage, 2021

Neuropsychiatric disease classification using functional connectomics - results of the connectomics in neuroimaging transfer learning challenge.
Medical Image Anal., 2021

Computer-aided diagnosis of prostate cancer using multiparametric MRI and clinical features: A patient-level classification framework.
Medical Image Anal., 2021

MIDeepSeg: Minimally interactive segmentation of unseen objects from medical images using deep learning.
Medical Image Anal., 2021

Improving statistical power of glaucoma clinical trials using an ensemble of cyclical generative adversarial networks.
Medical Image Anal., 2021

Imitation learning for improved 3D PET/MR attenuation correction.
Medical Image Anal., 2021

Learning joint segmentation of tissues and brain lesions from task-specific hetero-modal domain-shifted datasets.
Medical Image Anal., 2021

Machine Learning for Localizing Epileptogenic-Zone in the Temporal Lobe: Quantifying the Value of Multimodal Clinical-Semiology and Imaging Concordance.
Frontiers Digit. Health, 2021

Partial supervision for the FeTA challenge 2021.
CoRR, 2021

A Decoupled Uncertainty Model for MRI Segmentation Quality Estimation.
CoRR, 2021

Autonomous Robotic Endoscope Control based on Semantically Rich Instructions.
CoRR, 2021

Inter Extreme Points Geodesics for Weakly Supervised Segmentation.
CoRR, 2021

Estimating MRI Image Quality via Image Reconstruction Uncertainty.
CoRR, 2021

The Medical Segmentation Decathlon.
CoRR, 2021

MONAIfbs: MONAI-based fetal brain MRI deep learning segmentation.
CoRR, 2021

TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning.
Comput. Methods Programs Biomed., 2021

Enhancing the estimation of fiber orientation distributions using convolutional neural networks.
Comput. Biol. Medicine, 2021

Integrated multi-modality image-guided navigation for neurosurgery: open-source software platform using state-of-the-art clinical hardware.
Int. J. Comput. Assist. Radiol. Surg., 2021

A self-supervised learning strategy for postoperative brain cavity segmentation simulating resections.
Int. J. Comput. Assist. Radiol. Surg., 2021

A generative model of hyperelastic strain energy density functions for multiple tissue brain deformation.
Int. J. Comput. Assist. Radiol. Surg., 2021

Patient-specific prediction of SEEG electrode bending for stereotactic neurosurgical planning.
Int. J. Comput. Assist. Radiol. Surg., 2021

Lesion-wise evaluation for effective performance monitoring of small object segmentation.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Unsupervised Brain Anomaly Detection and Segmentation with Transformers.
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

An MRF-UNet Product of Experts for Image Segmentation.
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

Automated triaging of head MRI examinations using convolutional neural networks.
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

Texture-Based Analysis of Fetal Organs in Fetal Growth Restriction.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis, 2021

Transfer Learning of Deep Spatiotemporal Networks to Model Arbitrarily Long Videos of Seizures.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Myelination of Preterm Brain Networks at Adolescence.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis, 2021

Intra-operative OCT (iOCT) Image Quality Enhancement: A Super-Resolution Approach Using High Quality iOCT 3D Scans.
Proceedings of the Ophthalmic Medical Image Analysis - 8th International Workshop, 2021

Distributionally Robust Segmentation of Abnormal Fetal Brain 3D MRI.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis, 2021

Label-Set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Inter Extreme Points Geodesics for End-to-End Weakly Supervised Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

The Role of MRI Physics in Brain Segmentation CNNs: Achieving Acquisition Invariance and Instructive Uncertainties.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2021

Homography-based Visual Servoing with Remote Center of Motion for Semi-autonomous Robotic Endoscope Manipulation.
Proceedings of the International Symposium on Medical Robotics, 2021

Generalized Wasserstein Dice Loss, Test-Time Augmentation, and Transformers for the BraTS 2021 Challenge.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021

2020
A k-Space Model of Movement Artefacts: Application to Segmentation Augmentation and Artefact Removal.
IEEE Trans. Medical Imaging, 2020

The future of digital health with federated learning.
npj Digit. Medicine, 2020

Neurosense: deep sensing of full or near-full coverage head/brain scans in human magnetic resonance imaging.
Neuroinformatics, 2020

Generalised boundary shift integral for longitudinal assessment of spinal cord atrophy.
NeuroImage, 2020

Substantially thinner internal granular layer and reduced molecular layer surface in the cerebellar cortex of the Tc1 mouse model of down syndrome - a comprehensive morphometric analysis with active staining contrast-enhanced MRI.
NeuroImage, 2020

An automated framework for localization, segmentation and super-resolution reconstruction of fetal brain MRI.
NeuroImage, 2020

Refractive Two-View Reconstruction for Underwater 3D Vision.
Int. J. Comput. Vis., 2020

Active Annotation of Informative Overlapping Frames in Video Mosaicking Applications.
CoRR, 2020

Accessible Data Curation and Analytics for International-Scale Citizen Science Datasets.
CoRR, 2020

Using convolution neural networks to learn enhanced fiber orientation distribution models from commercially available diffusion magnetic resonance imaging.
CoRR, 2020

Neuropsychiatric Disease Classification Using Functional Connectomics - Results of the Connectomics in NeuroImaging Transfer Learning Challenge.
CoRR, 2020

Automatic Right Ventricle Segmentation using Multi-Label Fusion in Cardiac MRI.
CoRR, 2020

Neuromorphologicaly-preserving Volumetric data encoding using VQ-VAE.
CoRR, 2020

SGD with Hardness Weighted Sampling for Distributionally Robust Deep Learning.
CoRR, 2020

Automated postoperative muscle assessment of hip arthroplasty patients using multimodal imaging joint segmentation.
Comput. Methods Programs Biomed., 2020

Manual segmentation versus semi-automated segmentation for quantifying vestibular schwannoma volume on MRI.
Int. J. Comput. Assist. Radiol. Surg., 2020

Intrapapillary capillary loop classification in magnification endoscopy: open dataset and baseline methodology.
Int. J. Comput. Assist. Radiol. Surg., 2020

Deep learning-based fetoscopic mosaicking for field-of-view expansion.
Int. J. Comput. Assist. Radiol. Surg., 2020

FetNet: a recurrent convolutional network for occlusion identification in fetoscopic videos.
Int. J. Comput. Assist. Radiol. Surg., 2020

Towards Automated Spine Mobility Quantification: A Locally Rigid CT to X-ray Registration Framework.
Proceedings of the Biomedical Image Registration - 9th International Workshop, 2020

A Heteroscedastic Uncertainty Model for Decoupling Sources of MRI Image Quality.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

Automated Labelling using an Attention model for Radiology reports of MRI scans (ALARM).
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

Labelling Imaging Datasets on the Basis of Neuroradiology Reports: A Validation Study.
Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020

Uncertainty-Guided Efficient Interactive Refinement of Fetal Brain Segmentation from Stacks of MRI Slices.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Simulation of Brain Resection for Cavity Segmentation Using Self-supervised and Semi-supervised Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Uncertainty-Aware Multi-resolution Whole-Body MR to CT Synthesis.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2020

Brain Volume and Neuropsychological Differences in Extremely Preterm Adolescents.
Proceedings of the Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis, 2020

Min-Cut Max-Flow for Network Abnormality Detection: Application to Preterm Birth.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis, 2020

Hierarchical Brain Parcellation with Uncertainty.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis, 2020

Scribble-Based Domain Adaptation via Co-segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Machine Learning and Glioblastoma: Treatment Response Monitoring Biomarkers in 2021.
Proceedings of the Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology, 2020

Deep Placental Vessel Segmentation for Fetoscopic Mosaicking.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Decision fusion of 3D convolutional neural networks to triage patients with suspected prostate cancer using volumetric biparametric MRI.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

Combining Multimodal Information for Metal Artefact Reduction: An Unsupervised Deep Learning Framework.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Towards Uncertainty Quantification for Electrode Bending Prediction in Stereotactic Neurosurgery.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Generalized Wasserstein Dice Score, Distributionally Robust Deep Learning, and Ranger for Brain Tumor Segmentation: BraTS 2020 Challenge.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020

Active Handheld Flexible Fetoscope-Design and Control Based on a Modified Generalized Prandtl-Ishlinski Model.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2020

A Linear Approach to Absolute Pose Estimation for Light Fields.
Proceedings of the 8th International Conference on 3D Vision, 2020

2019
Inference of Cerebrovascular Topology With Geodesic Minimum Spanning Trees.
IEEE Trans. Medical Imaging, 2019

Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge.
IEEE Trans. Medical Imaging, 2019

Evaluation of Haptic Feedback on Bimanually Teleoperated Laparoscopy for Endometriosis Surgery.
IEEE Trans. Biomed. Eng., 2019

DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Author Correction: High-dimensional detection of imaging response to treatment in multiple sclerosis.
npj Digit. Medicine, 2019

High-dimensional detection of imaging response to treatment in multiple sclerosis.
npj Digit. Medicine, 2019

Probabilistic disease progression modeling to characterize diagnostic uncertainty: Application to staging and prediction in Alzheimer's disease.
NeuroImage, 2019

Training recurrent neural networks robust to incomplete data: Application to Alzheimer's disease progression modeling.
Medical Image Anal., 2019

GAS: A genetic atlas selection strategy in multi-atlas segmentation framework.
Medical Image Anal., 2019

Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks.
Neurocomputing, 2019

Handheld Active Add-On Control Unit for a Cable-Driven Flexible Endoscope.
Frontiers Robotics AI, 2019

Automatic Brain Tumor Segmentation Based on Cascaded Convolutional Neural Networks With Uncertainty Estimation.
Frontiers Comput. Neurosci., 2019

Automatic Segmentation of Vestibular Schwannoma from T2-Weighted MRI by Deep Spatial Attention with Hardness-Weighted Loss.
CoRR, 2019

Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge.
CoRR, 2019

Grey matter sublayer thickness estimation in themouse cerebellum.
CoRR, 2019

Interactive virtual 3D models of renal cancer patient anatomies alter partial nephrectomy surgical planning decisions and increase surgeon confidence compared to volume-rendered images.
Int. J. Comput. Assist. Radiol. Surg., 2019

PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation.
Proceedings of the Medical Imaging 2019: Image Processing, 2019

3D multirater RCNN for multimodal multiclass detection and characterisation of extremely small objects.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

MRI k-Space Motion Artefact Augmentation: Model Robustness and Task-Specific Uncertainty.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

Learning joint lesion and tissue segmentation from task-specific hetero-modal datasets.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

Automatic Segmentation of Vestibular Schwannoma from T2-Weighted MRI by Deep Spatial Attention with Hardness-Weighted Loss.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Let's Agree to Disagree: Learning Highly Debatable Multirater Labelling.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Reproducibility of Functional Connectivity Estimates in Motion Corrected Fetal fMRI.
Proceedings of the Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis, 2019

Knowledge Distillation for Semi-supervised Domain Adaptation.
Proceedings of the OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging, 2019

Multi-domain Adaptation in Brain MRI Through Paired Consistency and Adversarial Learning.
Proceedings of the Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data, 2019

Towards Quantifying Neurovascular Resilience.
Proceedings of the Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting, 2019

Privacy-Preserving Federated Brain Tumour Segmentation.
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019

Enhancing OCT Signal by Fusion of GANs: Improving Statistical Power of Glaucoma Clinical Trials.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Improved MR to CT Synthesis for PET/MR Attenuation Correction Using Imitation Learning.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2019

Permutohedral Attention Module for Efficient Non-local Neural Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Hemodynamic Matrix Factorization for Functional Magnetic Resonance Imaging.
Proceedings of the Connectomics in NeuroImaging - Third International Workshop, 2019

A Generative Model of Hyperelastic Strain Energy Density Functions for Real-Time Simulation of Brain Tissue Deformation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Improved Placental Parameter Estimation Using Data-Driven Bayesian Modelling.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Incompressible Image Registration Using Divergence-Conforming B-Splines.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

As Easy as 1, 2...4? Uncertainty in Counting Tasks for Medical Imaging.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Landmark-Based Evaluation of a Block-Matching Registration Framework on the RESECT Pre- and Intra-operative Brain Image Data Set.
Proceedings of the Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention, 2019

Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Learning Task-Specific and Shared Representations in Medical Imaging.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Physics-Informed Brain MRI Segmentation.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2019

Deep Sequential Mosaicking of Fetoscopic Videos.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

A Framework For Memory Performance Prediction From Brain Volume In Preterm-Born Adolescents.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Macro-Micro Multi-Arm Robot for Single-Port Access Surgery.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Robotic Control of a Multi-Modal Rigid Endoscope Combining Optical Imaging with All-Optical Ultrasound.
Proceedings of the International Conference on Robotics and Automation, 2019

On the Initialization of Long Short-Term Memory Networks.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

Stochastic Filter Groups for Multi-Task CNNs: Learning Specialist and Generalist Convolution Kernels.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Design and Shared Control of a Flexible Endoscope with Autonomous Distal Tip Alignment.
Proceedings of the 19th International Conference on Advanced Robotics, 2019

2018
Interactive Medical Image Segmentation Using Deep Learning With Image-Specific Fine Tuning.
IEEE Trans. Medical Imaging, 2018

Model-Based Learning for Accelerated, Limited-View 3-D Photoacoustic Tomography.
IEEE Trans. Medical Imaging, 2018

Articulated Multi-Instrument 2-D Pose Estimation Using Fully Convolutional Networks.
IEEE Trans. Medical Imaging, 2018

3-D Pose Estimation of Articulated Instruments in Robotic Minimally Invasive Surgery.
IEEE Trans. Medical Imaging, 2018

Handheld Real-Time LED-Based Photoacoustic and Ultrasound Imaging System for Accurate Visualization of Clinical Metal Needles and Superficial Vasculature to Guide Minimally Invasive Procedures.
Sensors, 2018

Relative Pose Estimation From Image Correspondences Under a Remote Center of Motion Constraint.
IEEE Robotics Autom. Lett., 2018

From a Disposable Ureteroscope to an Active Lightweight Fetoscope - Characterization and Usability Evaluation.
IEEE Robotics Autom. Lett., 2018

Susceptibility of brain atrophy to <i>TRIB3</i> in Alzheimer's disease, evidence from functional prioritization in imaging genetics.
Proc. Natl. Acad. Sci. USA, 2018

NiftyPET: a High-throughput Software Platform for High Quantitative Accuracy and Precision PET Imaging and Analysis.
Neuroinformatics, 2018

Volumetric reconstruction from printed films: Enabling 30 year longitudinal analysis in MR neuroimaging.
NeuroImage, 2018

A Survey of Methods for 3D Histology Reconstruction.
Medical Image Anal., 2018

Joint registration and synthesis using a probabilistic model for alignment of MRI and histological sections.
Medical Image Anal., 2018

Weakly-supervised convolutional neural networks for multimodal image registration.
Medical Image Anal., 2018

Haptic Guidance Based on All-Optical Ultrasound Distance Sensing for Safer Minimally Invasive Fetal Surgery.
J. Medical Robotics Res., 2018

Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs.
CoRR, 2018

Robust training of recurrent neural networks to handle missing data for disease progression modeling.
CoRR, 2018

Boosted Training of Convolutional Neural Networks for Multi-Class Segmentation.
CoRR, 2018

Comparative evaluation of instrument segmentation and tracking methods in minimally invasive surgery.
CoRR, 2018

Interpretable Fully Convolutional Classification of Intrapapillary Capillary Loops for Real-Time Detection of Early Squamous Neoplasia.
CoRR, 2018

NiftyNet: a deep-learning platform for medical imaging.
Comput. Methods Programs Biomed., 2018

Towards computer-assisted TTTS: Laser ablation detection for workflow segmentation from fetoscopic video.
Int. J. Comput. Assist. Radiol. Surg., 2018

In vivo estimation of target registration errors during augmented reality laparoscopic surgery.
Int. J. Comput. Assist. Radiol. Surg., 2018

Retrieval and registration of long-range overlapping frames for scalable mosaicking of in vivo fetoscopy.
Int. J. Comput. Assist. Radiol. Surg., 2018

A mixed-reality surgical trainer with comprehensive sensing for fetal laser minimally invasive surgery.
Int. J. Comput. Assist. Radiol. Surg., 2018

Automatic segmentation of stereoelectroencephalography (SEEG) electrodes post-implantation considering bending.
Int. J. Comput. Assist. Radiol. Surg., 2018

An Adaptive Sampling Scheme to Efficiently Train Fully Convolutional Networks for Semantic Segmentation.
Proceedings of the Medical Image Understanding and Analysis - 22nd Conference, 2018

Imaging biomarkers for the diagnosis of Prion disease.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

A log-Euclidean and total variation based variational framework for computational sonography.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

Technical note: probabilistic visual and electromagnetic data fusion for robust drift-free sequential mosaicking. Application to fetoscopy.
Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018

Automatic Brain Tumor Segmentation Using Convolutional Neural Networks with Test-Time Augmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

Thalamic Nuclei Segmentation Using Tractography, Population-Specific Priors and Local Fibre Orientation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Short Acquisition Time PET/MR Pharmacokinetic Modelling Using CNNs.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Large-Scale Mammography CAD with Deformable Conv-Nets.
Proceedings of the Image Analysis for Moving Organ, Breast, and Thoracic Images, 2018

Elastic Registration of Geodesic Vascular Graphs.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Deep Boosted Regression for MR to CT Synthesis.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2018

Cardiac Cycle Estimation for BOLD-fMRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Neural Activation Estimation in Brain Networks During Task and Rest Using BOLD-fMRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

A Machine Learning Approach to Predict Instrument Bending in Stereotactic Neurosurgery.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Computational Modelling of Pathogenic Protein Behaviour-Governing Mechanisms in the Brain.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

An Automated Localization, Segmentation and Reconstruction Framework for Fetal Brain MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Towards Safe Deep Learning: Accurately Quantifying Biomarker Uncertainty in Neural Network Predictions.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Registration of MRI and iUS Data to Compensate Brain Shift Using a Symmetric Block-Matching Based Approach.
Proceedings of the Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation, 2018

Uncertainty in Multitask Learning: Joint Representations for Probabilistic MR-only Radiotherapy Planning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

MRI Measurement of Placental Perfusion and Fetal Blood Oxygen Saturation in Normal Pregnancy and Placental Insufficiency.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

A Probabilistic Model Combining Deep Learning and Multi-atlas Segmentation for Semi-automated Labelling of Histology.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Deep Convolutional Filtering for Spatio-Temporal Denoising and Artifact Removal in Arterial Spin Labelling MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Gaussian Processes with optimal kernel construction for neuro-degenerative clinical onset prediction.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

Forward-backward splitting in deformable image registration: A demons approach.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Requirements Based Design and End-to-End Dynamic Modeling of a Robotic Tool for Vitreoretinal Surgery.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Towards Modelling Multi-Arm Robots: Eccentric Arrangement of Concentric Tubes.
Proceedings of the 7th IEEE International Conference on Biomedical Robotics and Biomechatronics, 2018

2017
Direct Parametric Reconstruction With Joint Motion Estimation/Correction for Dynamic Brain PET Data.
IEEE Trans. Medical Imaging, 2017

A Continuum Robot and Control Interface for Surgical Assist in Fetoscopic Interventions.
IEEE Robotics Autom. Lett., 2017

Spinal cord grey matter segmentation challenge.
NeuroImage, 2017

A multi-centre evaluation of eleven clinically feasible brain PET/MRI attenuation correction techniques using a large cohort of patients.
NeuroImage, 2017

Investigating the maturation of microstructure and radial orientation in the preterm human cortex with diffusion MRI.
NeuroImage, 2017

Longitudinal multiple sclerosis lesion segmentation: Resource and challenge.
NeuroImage, 2017

Longitudinal segmentation of age-related white matter hyperintensities.
Medical Image Anal., 2017

The 19th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2016).
Medical Image Anal., 2017

Comparison of In Vivo and Ex Vivo MRI for the Detection of Structural Abnormalities in a Mouse Model of Tauopathy.
Frontiers Neuroinformatics, 2017

NiftyNet: a deep-learning platform for medical imaging.
CoRR, 2017

Model based learning for accelerated, limited-view 3D photoacoustic tomography.
CoRR, 2017

Part-to-whole Registration of Histology and MRI using Shape Elements.
CoRR, 2017

Fast PET reconstruction using Multi-scale Fully Convolutional Neural Networks.
CoRR, 2017

GIFT-Cloud: A data sharing and collaboration platform for medical imaging research.
Comput. Methods Programs Biomed., 2017

Automated multiple trajectory planning algorithm for the placement of stereo-electroencephalography (SEEG) electrodes in epilepsy treatment.
Int. J. Comput. Assist. Radiol. Surg., 2017

Anatomy-driven multiple trajectory planning (ADMTP) of intracranial electrodes for epilepsy surgery.
Int. J. Comput. Assist. Radiol. Surg., 2017

Guest editorial of the IJCARS MICCAI 2016 special issue.
Int. J. Comput. Assist. Radiol. Surg., 2017

On pattern selection for laparoscope calibration.
Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017

Ultrasonic Needle Tracking with a Fibre-Optic Ultrasound Transmitter for Guidance of Minimally Invasive Fetal Surgery.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Automatic Brain Tumor Segmentation Using Cascaded Anisotropic Convolutional Neural Networks.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017

Generalised Dice Overlap as a Deep Learning Loss Function for Highly Unbalanced Segmentations.
Proceedings of the Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2017

Short Acquisition Time PET Quantification Using MRI-Based Pharmacokinetic Parameter Synthesis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Joint Multimodal Segmentation of Clinical CT and MR from Hip Arthroplasty Patients.
Proceedings of the Computational Methods and Clinical Applications in Musculoskeletal Imaging, 2017

Anatomy-Driven Modelling of Spatial Correlation for Regularisation of Arterial Spin Labelling Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Generalised Wasserstein Dice Score for Imbalanced Multi-class Segmentation Using Holistic Convolutional Networks.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017

Scalable Multimodal Convolutional Networks for Brain Tumour Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Individual Analysis of Molecular Brain Imaging Data Through Automatic Identification of Abnormality Patterns.
Proceedings of the Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment, 2017

Body wall force sensor for simulated minimally invasive surgery: Application to fetal surgery.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

ToolNet: Holistically-nested real-time segmentation of robotic surgical tools.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

VTrails: Inferring Vessels with Geodesic Connectivity Trees.
Proceedings of the Information Processing in Medical Imaging, 2017

On the Compactness, Efficiency, and Representation of 3D Convolutional Networks: Brain Parcellation as a Pretext Task.
Proceedings of the Information Processing in Medical Imaging, 2017

Corner-Based Geometric Calibration of Multi-focus Plenoptic Cameras.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Refractive Structure-from-Motion Through a Flat Refractive Interface.
Proceedings of the IEEE International Conference on Computer Vision, 2017

2016
PET Reconstruction With an Anatomical MRI Prior Using Parallel Level Sets.
IEEE Trans. Medical Imaging, 2016

Maximum-Likelihood Joint Image Reconstruction/Motion Estimation in Attenuation-Corrected Respiratory Gated PET/CT Using a Single Attenuation Map.
IEEE Trans. Medical Imaging, 2016

Evaluation of Six Registration Methods for the Human Abdomen on Clinically Acquired CT.
IEEE Trans. Biomed. Eng., 2016

NiftyFit: a Software Package for Multi-parametric Model-Fitting of 4D Magnetic Resonance Imaging Data.
Neuroinformatics, 2016

A multi-time-point modality-agnostic patch-based method for lesion filling in multiple sclerosis.
NeuroImage, 2016

Slic-Seg: A minimally interactive segmentation of the placenta from sparse and motion-corrupted fetal MRI in multiple views.
Medical Image Anal., 2016

From computer-assisted intervention research to clinical impact: The need for a holistic approach.
Medical Image Anal., 2016

Spatial calibration of a 2D/3D ultrasound using a tracked needle.
Int. J. Comput. Assist. Radiol. Surg., 2016

Hand-eye calibration for rigid laparoscopes using an invariant point.
Int. J. Comput. Assist. Radiol. Surg., 2016

Combined 2D and 3D tracking of surgical instruments for minimally invasive and robotic-assisted surgery.
Int. J. Comput. Assist. Radiol. Surg., 2016

Automatic segmentation of 4D cardiac MR images for extraction of ventricular chambers using a spatio-temporal approach.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Fitting parametric models of diffusion MRI in regions of partial volume.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Real-time mosaicing of fetoscopic videos using SIFT.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

Strengths and Pitfalls of Whole-Heart Atlas-Based Segmentation in Congenital Heart Disease Patients.
Proceedings of the Reconstruction, Segmentation, and Analysis of Medical Images, 2016

3D Ultrasonic Needle Tracking with a 1.5D Transducer Array for Guidance of Fetal Interventions.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Dynamically Balanced Online Random Forests for Interactive Scribble-Based Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Efficient Anatomy Driven Automated Multiple Trajectory Planning for Intracranial Electrode Implantation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

ASL-incorporated Pharmacokinetic Modelling of PET Data With Reduced Acquisition Time: Application to Amyloid Imaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Fully Automated Patch-Based Image Restoration: Application to Pathology Inpainting.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2016

Optimisation of Arterial Spin Labelling Using Bayesian Experimental Design.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Longitudinal Analysis of the Preterm Cortex Using Multi-modal Spectral Matching.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Bilateral Weighted Adaptive Local Similarity Measure for Registration in Neurosurgery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Real-Time Segmentation of Non-rigid Surgical Tools Based on Deep Learning and Tracking.
Proceedings of the Computer-Assisted and Robotic Endoscopy - Third International Workshop, 2016

Point-Spread-Function-Aware Slice-to-Volume Registration: Application to Upper Abdominal MRI Super-Resolution.
Proceedings of the Reconstruction, Segmentation, and Analysis of Medical Images, 2016

Beyond the Resolution Limit: Diffusion Parameter Estimation in Partial Volume.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Spatio-Temporal Shape Analysis of Cross-Sectional Data for Detection of Early Changes in Neurodegenerative Disease.
Proceedings of the Spectral and Shape Analysis in Medical Imaging, 2016

Joint Segmentation and CT Synthesis for MRI-only Radiotherapy Treatment Planning.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

A Multi-resolution Multi-model Method for Coronary Centerline Extraction Based on Minimal Path.
Proceedings of the Medical Imaging and Augmented Reality - 7th International Conference, 2016

Partial least squares modelling for imaging-genetics in Alzheimer's disease: Plausibility and generalization.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Similarity Registration Problems for 2D/3D Ultrasound Calibration.
Proceedings of the Computer Vision - ECCV 2016, 2016

A Combined EM and Visual Tracking Probabilistic Model for Robust Mosaicking: Application to Fetoscopy.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015
Benchmark for Algorithms Segmenting the Left Atrium From 3D CT and MRI Datasets.
IEEE Trans. Medical Imaging, 2015

Bayesian Model Selection for Pathological Neuroimaging Data Applied to White Matter Lesion Segmentation.
IEEE Trans. Medical Imaging, 2015

Geodesic Information Flows: Spatially-Variant Graphs and Their Application to Segmentation and Fusion.
IEEE Trans. Medical Imaging, 2015

Estimating anatomical trajectories with Bayesian mixed-effects modeling.
NeuroImage, 2015

In vivo imaging of tau pathology using multi-parametric quantitative MRI.
NeuroImage, 2015

Effects of changing from non-accelerated to accelerated MRI for follow-up in brain atrophy measurement.
NeuroImage, 2015

Longitudinal measurement of the developing grey matter in preterm subjects using multi-modal MRI.
NeuroImage, 2015

Assessing atrophy measurement techniques in dementia: Results from the MIRIAD atrophy challenge.
NeuroImage, 2015

Voxelwise atlas rating for computer assisted diagnosis: Application to congenital heart diseases of the great arteries.
Medical Image Anal., 2015

A simulation system for biomarker evolution in neurodegenerative disease.
Medical Image Anal., 2015

Probabilistic non-linear registration with spatially adaptive regularisation.
Medical Image Anal., 2015

Right ventricle segmentation from cardiac MRI: A collation study.
Medical Image Anal., 2015

Stability, structure and scale: improvements in multi-modal vessel extraction for SEEG trajectory planning.
Int. J. Comput. Assist. Radiol. Surg., 2015

Locally rigid, vessel-based registration for laparoscopic liver surgery.
Int. J. Comput. Assist. Radiol. Surg., 2015

Simulated field maps for susceptibility artefact correction in interventional MRI.
Int. J. Comput. Assist. Radiol. Surg., 2015

Detection and modelling of contacts in explicit finite-element simulation of soft tissue biomechanics.
Int. J. Comput. Assist. Radiol. Surg., 2015

NiftySim: A GPU-based nonlinear finite element package for simulation of soft tissue biomechanics.
Int. J. Comput. Assist. Radiol. Surg., 2015

The NifTK software platform for image-guided interventions: platform overview and NiftyLink messaging.
Int. J. Comput. Assist. Radiol. Surg., 2015

Bolstering Heuristics for Statistical Validation of Prediction Algorithms.
Proceedings of the 2015 International Workshop on Pattern Recognition in NeuroImaging, 2015

Automatic assessment of volume asymmetries applied to hip abductor muscles in patients with hip arthroplasty.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

Accuracy validation of an image guided laparoscopy system for liver resection.
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015

Interventional Photoacoustic Imaging of the Human Placenta with Ultrasonic Tracking for Minimally Invasive Fetal Surgeries.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Slic-Seg: Slice-by-Slice Segmentation Propagation of the Placenta in Fetal MRI Using One-Plane Scribbles and Online Learning.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

A Registration Approach to Endoscopic Laser Speckle Contrast Imaging for Intrauterine Visualisation of Placental Vessels.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Measuring Cortical Neurite-Dispersion and Perfusion in Preterm-Born Adolescents Using Multi-modal MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

Grey Matter Sublayer Thickness Estimation in the Mouse Cerebellum.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

Database-Based Estimation of Liver Deformation under Pneumoperitoneum for Surgical Image-Guidance and Simulation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Scale Factor Point Spread Function Matching: Beyond Aliasing in Image Resampling.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Subject-specific Models for the Analysis of Pathological FDG PET Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Robust CT Synthesis for Radiotherapy Planning: Application to the Head and Neck Region.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Papillary Muscle Segmentation from a Multi-atlas Database: A Feasibility Study.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2015

Image Based Surgical Instrument Pose Estimation with Multi-class Labelling and Optical Flow.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Multi-atlas synthesis for computer assisted diagnosis: Application to cardiovascular diseases.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

A multi-path approach to histology volume reconstruction.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Practical PET respiratory motion correction in clinical simultaneous PET/MR.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Fluidic actuation for intra-operative in situ imaging.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Multiple Orderings of Events in Disease Progression.
Proceedings of the Information Processing in Medical Imaging, 2015

Efficient Gaussian Process-Based Modelling and Prediction of Image Time Series.
Proceedings of the Information Processing in Medical Imaging, 2015

Detail-Preserving PET Reconstruction with Sparse Image Representation and Anatomical Priors.
Proceedings of the Information Processing in Medical Imaging, 2015

A Riemannian Framework for Intrinsic Comparison of Closed Genus-Zero Shapes.
Proceedings of the Information Processing in Medical Imaging, 2015

Template-Based Multimodal Joint Generative Model of Brain Data.
Proceedings of the Information Processing in Medical Imaging, 2015

Improving MRI Brain Image Classification with Anatomical Regional Kernels.
Proceedings of the Machine Learning Meets Medical Imaging - First International Workshop, 2015

Modelling Non-stationary and Non-separable Spatio-Temporal Changes in Neurodegeneration via Gaussian Process Convolution.
Proceedings of the Machine Learning Meets Medical Imaging - First International Workshop, 2015

2014
A Nonlinear Biomechanical Model Based Registration Method for Aligning Prone and Supine MR Breast Images.
IEEE Trans. Medical Imaging, 2014

Efficient Determination of the Uncertainty for the Optimization of SPECT System Design: A Subsampled Fisher Information Matrix.
IEEE Trans. Medical Imaging, 2014

Attenuation Correction Synthesis for Hybrid PET-MR Scanners: Application to Brain Studies.
IEEE Trans. Medical Imaging, 2014

Automated Template-Based Hippocampal Segmentations from MRI: The Effects of 1.5T or 3T Field Strength on Accuracy.
Neuroinformatics, 2014

Preterm birth affects the developmental synergy between cortical folding and cortical connectivity observed on multimodal MRI.
NeuroImage, 2014

MRI to X-ray mammography intensity-based registration with simultaneous optimisation of pose and biomechanical transformation parameters.
Medical Image Anal., 2014

Susceptibility artefact correction using dynamic graph cuts: Application to neurosurgery.
Medical Image Anal., 2014

An Oblique Approach to Prediction of Conversion to Alzheimer's Disease with Multikernel Gaussian Processes.
Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2014

Bilayered anatomically constrained split-and-merge expectation maximisation algorithm (BiASM) for brain segmentation.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

A symmetric block-matching framework for global registration.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

Multi-modal pharmacokinetic modelling for DCE-MRI: using diffusion weighted imaging to constrain the local arterial input function.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

SEEG Trajectory Planning: Combining Stability, Structure and Scale in Vessel Extraction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Bayesian Model Selection for Pathological Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

A Modality-Agnostic Patch-Based Technique for Lesion Filling in Multiple Sclerosis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Prefrontal Cortical Folding of the Preterm Brain: A Longitudinal Analysis of Preterm-Born Neonates.
Proceedings of the Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data, 2014

Simulating Neurodegeneration through Longitudinal Population Analysis of Structural and Diffusion Weighted MRI Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

The Empirical Variance Estimator for Computer Aided Diagnosis: Lessons for Algorithm Validation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Multi-modal Measurement of the Myelin-to-Axon Diameter g-ratio in Preterm-born Neonates and Adult Controls.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Joint Parametric Reconstruction and Motion Correction Framework for Dynamic PET Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Longitudinal Measurement of the Developing Thalamus in the Preterm Brain Using Multi-modal MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Multi-scale Analysis of Imaging Features and Its Use in the Study of COPD Exacerbation Susceptible Phenotypes.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Multi-atlas based pathological stratification of D-TGA congenital heart disease.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Extended boundary shift integral.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Coronary centerline extraction based on ostium detection and model-guided directional minimal path.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

A Computer Assisted Planning System for the Placement of sEEG Electrodes in the Treatment of Epilepsy.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2014

Simulated Field Maps: Toward Improved Susceptibility Artefact Correction in Interventional MRI.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2014

2D-3D Pose Tracking of Rigid Instruments in Minimally Invasive Surgery.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2014

Learning Imaging Biomarker Trajectories from Noisy Alzheimer's Disease Data Using a Bayesian Multilevel Model.
Proceedings of the Bayesian and grAphical Models for Biomedical Imaging, 2014

2013
Toward Detection and Localization of Instruments in Minimally Invasive Surgery.
IEEE Trans. Biomed. Eng., 2013

MIRIAD - Public release of a multiple time point Alzheimer's MR imaging dataset.
NeuroImage, 2013

An unbiased longitudinal analysis framework for tracking white matter changes using diffusion tensor imaging with application to Alzheimer's disease.
NeuroImage, 2013

AdaPT: An adaptive preterm segmentation algorithm for neonatal brain MRI.
NeuroImage, 2013

The estimation of patient-specific cardiac diastolic functions from clinical measurements.
Medical Image Anal., 2013

Benchmarking framework for myocardial tracking and deformation algorithms: An open access database.
Medical Image Anal., 2013

STEPS: Similarity and Truth Estimation for Propagated Segmentations and its application to hippocampal segmentation and brain parcelation.
Medical Image Anal., 2013

Wrapper Methods to Correct Mislabelled Training Data.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013

A registration and atlas propagation based framework for automatic whole heart segmentation of CT volumes.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Computation on shape manifold for atlas generation: application to whole heart segmentation of cardiac MRI.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Landmark detection and coupled patch registration for cardiac motion tracking.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

CT colonography: inverse-consistent symmetric registration of prone and supine inner colon surfaces.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Susceptibility artefact correction by combining B0 field maps and non-rigid registration using graph cuts.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

A Bayesian Approach for Spatially Adaptive Regularisation in Non-rigid Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Registration of Prone and Supine CT Colonography Datasets with Differing Endoluminal Distension.
Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013

Quantitative Airway Analysis in Longitudinal Studies Using Groupwise Registration and 4D Optimal Surfaces.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Measurement of Myelin in the Preterm Brain: Multi-compartment Diffusion Imaging and Multi-component T2 Relaxometry.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Model-Guided Directional Minimal Path for Fully Automatic Extraction of Coronary Centerlines from Cardiac CTA.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Attenuation Correction Synthesis for Hybrid PET-MR Scanners.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Biomechanically guided prone-to-supine image registration of breast MRI using an estimated reference state.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Nonrigid image registration with two-sided space-fractional partial differential equations.
Proceedings of the IEEE International Conference on Image Processing, 2013

Multi-atlas Propagation Whole Heart Segmentation from MRI and CTA Using a Local Normalised Correlation Coefficient Criterion.
Proceedings of the Functional Imaging and Modeling of the Heart, 2013

2012
Abdominal Palpation Haptic Device for Colonoscopy Simulation Using Pneumatic Control.
IEEE Trans. Haptics, 2012

A Comprehensive Cardiac Motion Estimation Framework Using Both Untagged and 3-D Tagged MR Images Based on Nonrigid Registration.
IEEE Trans. Medical Imaging, 2012

Accurate Localization of Optic Radiation During Neurosurgery in an Interventional MRI Suite.
IEEE Trans. Medical Imaging, 2012

Consistent multi-time-point brain atrophy estimation from the boundary shift integral.
NeuroImage, 2012

An event-based model for disease progression and its application in familial Alzheimer's disease and Huntington's disease.
NeuroImage, 2012

MRI to X-ray mammography registration using a volume-preserving affine transformation.
Medical Image Anal., 2012

Re-localisation of a biopsy site in endoscopic images and characterisation of its uncertainty.
Medical Image Anal., 2012

Inverse-Consistent Symmetric Free Form Deformation.
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012

Parametric non-rigid registration using a stationary velocity field.
Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012

Motion modelling and motion compensated reconstruction of tumours in cone-beam computed tomography.
Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012

Multi-STEPS: Multi-label similarity and truth estimation for propagated segmentations.
Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012

Classification of Alzheimer's disease patients with hippocampal shape, wrapper based feature selection and support vector machine.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Using fractional gradient information in non-rigid image registration: application to breast MRI.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Manifold learning for atlas selection in multi atlas-based segmentation of hippocampus.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Explicit contact modeling for surgical computer guidance and simulation.
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012

Immediate ROI Search for 3-D Medical Images.
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2012

Steady-State Model of the Radio-Pharmaceutical Uptake for MR-PET.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Radial Structure in the Preterm Cortex; Persistence of the Preterm Phenotype at Term Equivalent Age?
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Cortical Folding Analysis on Patients with Alzheimer's Disease and Mild Cognitive Impairment.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Geodesic Shape-Based Averaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Geodesic Information Flows.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Classification of Alzheimer's disease patients and controls with Gaussian processes.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
A Nonrigid Registration Framework Using Spatially Encoded Mutual Information and Free-Form Deformations.
IEEE Trans. Medical Imaging, 2011

A Reduced Order Explicit Dynamic Finite Element Algorithm for Surgical Simulation.
IEEE Trans. Medical Imaging, 2011

Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge.
IEEE Trans. Medical Imaging, 2011

Brain MAPS: An automated, accurate and robust brain extraction technique using a template library.
NeuroImage, 2011

Magnetic resonance virtual histology for embryos: 3D atlases for automated high-throughput phenotyping.
NeuroImage, 2011

A comparison of voxel and surface based cortical thickness estimation methods.
NeuroImage, 2011

LoAd: A locally adaptive cortical segmentation algorithm.
NeuroImage, 2011

Motion tracking of left ventricle and coronaries in 4D CTA.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Log-Euclidean free-form deformation.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Topologically correct cortical segmentation using Khalimsky's cubic complex framework.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Automatic Cardiac Motion Tracking Using Both Untagged and 3D Tagged MR Images.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011

A Multi-image Graph Cut Approach for Cardiac Image Segmentation and Uncertainty Estimation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011

Probabilistic Graphical Model of SPECT/MRI.
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011

4-D Generative Model for PET/MRI Reconstruction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Adaptive Neonate Brain Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Longitudinal Cortical Thickness Estimation Using Khalimsky's Cubic Complex.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Automated brain extraction using Multi-Atlas Propagation and Segmentation (MAPS).
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Edge preserving bowsher prior with nonlocal weighting for 3D spect reconstruction.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

A hybrid fem-based method for aligning prone and supine images for image guided breast surgery.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Integrating structural and diffusion MR information for optic radiation localisation in focal epilepsy patients.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Cross-sectional analysis using voxel or surface based cortical thickness methods: A comparison study.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

An Event-Based Disease Progression Model and Its Application to Familial Alzheimer's Disease.
Proceedings of the Information Processing in Medical Imaging, 2011

On the Extraction of Topologically Correct Thickness Measurements Using Khalimsky's Cubic Complex.
Proceedings of the Information Processing in Medical Imaging, 2011

Improved Neuronavigation through Integration of Intraoperative Anatomical and Diffusion Images in an Interventional MRI Suite.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2011

A Framework Combining Multi-sequence MRI for Fully Automated Quantitative Analysis of Cardiac Global And Regional Functions.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011

Automatic Segmentation of Different Pathologies from Cardiac Cine MRI Using Registration and Multiple Component EM Estimation.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011

2010
A Registration-Based Propagation Framework for Automatic Whole Heart Segmentation of Cardiac MRI.
IEEE Trans. Medical Imaging, 2010

Automatic Segmentation and Quantitative Analysis of the Articular Cartilages From Magnetic Resonance Images of the Knee.
IEEE Trans. Medical Imaging, 2010

Distinct profiles of brain atrophy in frontotemporal lobar degeneration caused by progranulin and tau mutations.
NeuroImage, 2010

Progressive logopenic/phonological aphasia: Erosion of the language network.
NeuroImage, 2010

Robust atrophy rate measurement in Alzheimer's disease using multi-site serial MRI: Tissue-specific intensity normalization and parameter selection.
NeuroImage, 2010

Automated cross-sectional and longitudinal hippocampal volume measurement in mild cognitive impairment and Alzheimer's disease.
NeuroImage, 2010

Atrophy patterns in Alzheimer's disease and semantic dementia: A comparison of FreeSurfer and manual volumetric measurements.
NeuroImage, 2010

Head size, age and gender adjustment in MRI studies: a necessary nuisance?
NeuroImage, 2010

Developing a Next Generation Colonoscopy Simulator.
Int. J. Image Graph., 2010

Fast free-form deformation using graphics processing units.
Comput. Methods Programs Biomed., 2010

Spatial Information Encoded Mutual Information for Nonrigid Registration.
Proceedings of the Biomedical Image Registration, 4th International Workshop, 2010

Nonlinear Elastic Spline Registration: Evaluation with Longitudinal Huntington's Disease Data.
Proceedings of the Biomedical Image Registration, 4th International Workshop, 2010

Diffeomorphic demons using normalized mutual information, evaluation on multimodal brain MR images.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

Whole Heart Segmentation of Cardiac MRI Using Multiple Path Propagation Strategy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Real-Time Surgical Simulation Using Reduced Order Finite Element Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Establishing Spatial Correspondence between the Inner Colon Surfaces from Prone and Supine CT Colonography.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Automatic MRI Atlas-Based External Beam Radiation Therapy Treatment Planning for Prostate Cancer.
Proceedings of the Prostate Cancer Imaging. Computer-Aided Diagnosis, 2010

A Framework for Using Diffusion Weighted Imaging to Improve Cortical Parcellation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

A System for Biopsy Site Re-targeting with Uncertainty in Gastroenterology and Oropharyngeal Examinations.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Combined Reconstruction and Registration of Digital Breast Tomosynthesis.
Proceedings of the Digital Mammography, 2010

X-ray Mammography - MRI Registration Using a Volume-Preserving Affine Transformation and an EM-MRF for Breast Tissue Classification.
Proceedings of the Digital Mammography, 2010

Fast Deformation Simulation of Breasts Using GPU-Based Dynamic Explicit Finite Element Method.
Proceedings of the Digital Mammography, 2010

Registration-based propagation for whole heart segmentation from compounded 3D echocardiography.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Nonrigid registration with differential bias correction using normalised mutual information.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Locally weighted Markov random fields for cortical segmentation.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009
Issues with threshold masking in voxel-based morphometry of atrophied brains.
NeuroImage, 2009

Comparison of phantom and registration scaling corrections using the ADNI cohort.
NeuroImage, 2009

On modelling of anisotropic viscoelasticity for soft tissue simulation: Numerical solution and GPU execution.
Medical Image Anal., 2009

Automated voxel-based 3D cortical thickness measurement in a combined Lagrangian-Eulerian PDE approach using partial volume maps.
Medical Image Anal., 2009

A parallel-friendly normalized mutual information gradient for free-form registration.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Nonrigid correction of interleaving artefacts in pelvic MRI.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Improved Maximum a Posteriori Cortical Segmentation by Iterative Relaxation of Priors.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Biopsy Site Re-localisation Based on the Computation of Epipolar Lines from Two Previous Endoscopic Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Automated Segmentation of the Menisci from MR Images.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Unifying Encoding of Spatial Information in Mutual Information for Nonrigid Registration.
Proceedings of the Information Processing in Medical Imaging, 2009

Pneumatic haptic interface fuzzy controller for simulation of abdominal palpations during colonoscopy.
Proceedings of the World Haptics 2009, 2009

Free-Form Deformations Using Adaptive Control Point Status for Whole Heart MR Segmentation.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009

2008
High-Speed Nonlinear Finite Element Analysis for Surgical Simulation Using Graphics Processing Units.
IEEE Trans. Medical Imaging, 2008

Appearance modeling of <sup>11</sup>C PiB PET images: Characterizing amyloid deposition in Alzheimer's disease, mild cognitive impairment and healthy aging.
NeuroImage, 2008

Editorial.
Medical Image Anal., 2008

A quantitative assessment of approaches to mesh generation for surgical simulation.
Eng. Comput., 2008

Consistency of parametric registration in serial MRI studies of brain tumor progression.
Int. J. Comput. Assist. Radiol. Surg., 2008

A Modular Simulation Framework for Colonoscopy using a New Haptic Device.
Proceedings of the Medicine Meets Virtual Reality 16, 2008

Towards anatomical modelling of multiple organs interaction using real time GPU based non-linear elasticity.
Proceedings of the Medicine Meets Virtual Reality 16, 2008

Cortical thickness measurement from magnetic resonance images using partial volume estimation.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

Pyramidal flux in an anisotropic diffusion scheme for enhancing structures in 3D images.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

An Atlas-Based Segmentation Propagation Framework Using Locally Affine Registration - Application to Automatic Whole Heart Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Modelling Anisotropic Viscoelasticity for Real-Time Soft Tissue Simulation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

MR-Less High Dimensional Spatial Normalization of 11C PiB PET Images on a Population of Elderly, Mild Cognitive Impaired and Alzheimer Disease Patients.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Automatic Delineation of Sulci and Improved Partial Volume Classification for Accurate 3D Voxel-Based Cortical Thickness Estimation from MR.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Deforming a High-Resolution Mesh in Real-Time by Mapping onto a Low-Resolution Physical Model.
Proceedings of the Biomedical Simulation, 4th International Symposium, 2008

Efficient Nonlinear FEM for Soft Tissue Modelling and Its GPU Implementation within the Open Source Framework SOFA.
Proceedings of the Biomedical Simulation, 4th International Symposium, 2008

Texture coordinate generation of colonic surface meshes for surgical simulation.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Atlas based automated segmentation of the quadratus lumborum muscle using non-rigid registration on magnetic resonance images of the thoracolumbar region.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Generative atlases and atlas selection for C11-PIB PET-PET registration of elderly, mild cognitive impaired and Alzheimer disease patients.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Estimation of shape model parameters for 3D surfaces.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Improved cortical thickness measurement from MR images using partial volume estimation.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

A Haptic Interface with Motor/Brake System for Colonoscopy Simulation.
Proceedings of the 2008 Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems, 2008

2007
A three-dimensional, histological and deformable atlas of the human basal ganglia. I. Atlas construction based on immunohistochemical and MRI data.
NeuroImage, 2007

MR image segmentation of the knee bone using phase information.
Medical Image Anal., 2007

Progressive Update Approach to Real-time Cutting of Finite Element Models in Surgical Simulation.
Proceedings of the Medicine Meets Virtual Reality 15, 2007

Expectation maximization classification and Laplacian based thickness measurement for cerebral cortex thickness estimation.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

Shape based segmentation of MRIs of the bones in the knee using phase and intensity information.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

Real-Time Nonlinear Finite Element Analysis for Surgical Simulation Using Graphics Processing Units.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Spline Based Inhomogeneity Correction for <sup>11</sup>C-PIB PET Segmentation Using Expectation Maximization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Automatic Segmentation of Articular Cartilage in Magnetic Resonance Images of the Knee.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Pib-Pet Segmentation for Automatic Suvr Normalisation without Mr Information.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Application-Driven Quantitative Assessment of Approaches to Mesh Generation.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Automatic Segmentation of the Bones from Mr Images of The Knee.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Efficient Use of Cerebral Cortical Thickness to Correct Brain Mr Segmentation.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Filtering and Restoration of Structures in 3d Ultrasound Images.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

A Visual Dataflow Language for Image Segmentation and Registration.
Proceedings of the Software and Data Technologies - Second International Conference, 2007

Itkboard: A Visual Dataflow Language for Biomedical Image Processing.
Proceedings of the ICSOFT 2007, 2007

Fuzzy classificationof brain MRI using a priori knowledge: weighted fuzzy C-means.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2006
A subdivision-based parametric deformable model for surface extraction and statistical shape modeling of the knee cartilages.
Proceedings of the Medical Imaging 2006: Visualization, 2006

Generation of Curved Planar Reformations from Magnetic Resonance Images of the Spine.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

MR Image Segmentation Using Phase Information and a Novel Multiscale Scheme.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Using marker-based deformable models for deriving anatomical models from medical image databases.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Texture-based segmentation of the knee bones in MRI using phase information.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Automatic Segmentation of the Knee Bones using 3D Active Shape Models.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005
A marker-induced vector field for reduced sensitivity to initialization for parametric and geometric deformable models.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

The Use of Unwrapped Phase in MR Image Segmentation: A Preliminary Study.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

In Use Parameter Estimation of Inertial Sensors by Detecting Multilevel Quasi-static States.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

Towards a Visual Programming Environment Based on ITK for Medical Image Analysis.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2005

Automatic Initialization of 3D Deformable Models for Cartilage Segmentation.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2005

3D Statistical Shape Models to Embed Spatial Relationship Information.
Proceedings of the Computer Vision for Biomedical Image Applications, 2005

Real-Time Topology Modification for Finite Element Models with Haptic Feedback.
Proceedings of the Computer Analysis of Images and Patterns, 11th International Conference, 2005

2004
Contact Modelling Based on Displacement Field Redistribution for Surgical Simulation.
Proceedings of the Medical Imaging and Augmented Reality: Second International Workshop, 2004

2003
Combining Front Propagation with Shape Knowledge for Accurate Curvilinear Modelling.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

BSP-Assisted Constrained Tetrahedralization.
Proceedings of the 12th International Meshing Roundtable, 2003

Accurate Curvilinear Modeling for Precise Measurements of Tubular Structures.
Proceedings of the Seventh International Conference on Digital Image Computing: Techniques and Applications, 2003

2002
Computation of the Mid-Sagittal Plane in 3D Brain Images.
IEEE Trans. Medical Imaging, 2002

Robust Registration of Multi-modal Images: Towards Real-Time Clinical Applications.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

Co-registration of Histological, Optical and MR Data of the Human Brain.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

Three dimensional functional cartography of the human basal ganglia by registration of optical and histological serial sections.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

2001
Reconstructing a 3D structure from serial histological sections.
Image Vis. Comput., 2001

Fusion of Histological Sections and MR Images: Towards the Construction of an Atlas of the Human Basal Ganglia.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

Registration of Reconstructed Post Mortem Optical Data with MR Scans of the Same Patient.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

2000
Generalized Correlation Ratio for Rigid Registration of 3D Ultrasound with MR Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000

Block Matching: A General Framework to Improve Robustness of Rigid Registration of Medical Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000

3-D Reconstruction of Macroscopic Optical Brain Slice Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000

Computation of the Mid-Sagittal Plane in 3D Medical Images of the Brain.
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000


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